Molecular analysis suggests oligoclonality and metastasis of endometriosis lesions across anatomically defined subtypes
Open accessPublished version of a preprint
Abstract
OBJECTIVE: To investigate the heterogeneity of somatic cancer-driver mutations within patients and across endometriosis types. DESIGN: A single-center cohort, retrospective study. SETTING: Tertiary specialist-care center at a university hospital. PATIENT(S): Patients with surgically and histologically confirmed endometriosis of at least 2 anatomically distinct types (ovarian, deep infiltrating, and superficial). INTERVENTION(S): None. MAIN OUTCOME MEASURE(S): Specimens were analyzed for the presence or absence of somatic cancer-driver mutations using targeted panel sequencing with orthogonal validation using droplet digital polymerase chain reaction and mutation-surrogate immunohistochemistry. RESULT(S): It was found that 13 of 27 patients had informative somatic driver mutations in endometriosis lesions; of these 13 patients, 9 had identical mutations across distinct lesions. Endometriomas showed a higher mutational complexity, with functionally redundant driver mutations in the same gene and within the same lesions. CONCLUSION(S): Our data are consistent with clonality across endometriosis lesions, regardless of subtype. Further, the finding of redundancy in mutations within the same gene and lesions is consistent with endometriosis representing an oligoclonal disease with dissemination likely to consist of multiple epithelial clones traveling together. This suggests that the current anatomically defined classification of endometriosis does not fully recognize the etiology of the disease. A novel classification should consider genomic and other molecular features to promote personalized endometriosis diagnosis and care.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Recent molecular analysis studies suggest endometriosis is an oligoclonal disease with dissemination due to multiple epithelial clones traveling together.
“Praetorius et al. have conducted recent molecular analysis studies that suggest endometriosis as an oligoclonal disease with dissemination due to multiple epithelial clones traveling together [ 33 ].”
From Thoracic Endometriosis Syndrome: A Comprehensive Review and Multidisciplinary Approach to Management (2024) · cites this paper as [33]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Revised American Society for Reproductive Medicine classification of endometriosis: 1996
American Society for Reproductive Medicine (1997) · Fertility and Sterility · doi:10.1016/s0015-0282(97)81391-x · Cited by 3,018 · see citing works
COSMIC: mining complete cancer genomes in the Catalogue of Somatic Mutations in Cancer
Forbes, S. A., Bindal, N., Bamford, S., Cole, C., Kok, C. Y., Beare, D., Jia, M., Shepherd, R., Leung, K., Menzies, A., et al. (2011) · Nucleic Acids Research · doi:10.1093/nar/gkq929 · Cited by 2,278 · see citing works
Zondervan, K. T., Becker, C. M., & Missmer, S. A. (2020) · New England Journal of Medicine · doi:10.1056/nejmra1810764 · Cited by 2,249 · see citing works
Endometriosis: pathogenesis and treatment
Vercellini, P., Viganò, P., Somigliana, E., & Fedele, L. (2014) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2013.255 · Cited by 1,940 · see citing works
Giudice, L. C. (2010) · New England Journal of Medicine · doi:10.1056/nejmcp1000274 · Cited by 1,924 · see citing works
Bulun, S. E. (2009) · New England Journal of Medicine · doi:10.1056/nejmra0804690 · Cited by 1,772 · see citing works
<i>ARID1A</i> Mutations in Endometriosis-Associated Ovarian Carcinomas
Wiegand, K. C., Shah, S. P., Al-Agha, O. M., Zhao, Y., Tse, K., Zeng, T., Senz, J., McConechy, M. K., Anglesio, M. S., Kalloger, S. E., et al. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa1008433 · Cited by 1,712 · see citing works
Self-citationEskenazi, B., & Warner, M. L. (1997) · Obstetrics and Gynecology Clinics of North America · doi:10.1016/s0889-8545(05)70302-8 · Cited by 1,617 · see citing works
Endometriosis is a chronic systemic disease: Clinical challenges and novel innovations
Taylor, H. S., Kotlyar, A. M., & Flores, V. A. (2021) · The Lancet · doi:10.1016/s0140-6736(21)00389-5 · Cited by 1,425 · see citing works
Endometriosis: Etiology, pathobiology, and therapeutic prospects
Saunders, P. T. K., & Horne, A. W. (2021) · Cell · doi:10.1016/j.cell.2021.04.041 · Cited by 1,022 · see citing works
World Endometriosis Society consensus on the classification of endometriosis
Johnson, N. P., Hummelshoj, L., Adamson, G. D., Keckstein, J., Taylor, H. S., Abrao, M. S., Bush, D., Kiesel, L., Tamimi, R., Sharpe-Timms, K. L., et al. (2017) · Human Reproduction · doi:10.1093/humrep/dew293 · Cited by 664 · see citing works
Cancer-associated mutations in endometriosis without cancer
Anglesio, M. S., Papadopoulos, N., Ayhan, A., Nazeran, T. M., Noë, M., Horlings, H. M., Lum, A., Jones, S., Senz, J., Seckin, T., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1614814 · Cited by 628 · see citing works
Self-citationVercellini, P., Fedele, L., Aimi, G., Pietropaolo, G., Consonni, D., & Crosignani, P. G. (2007) · Human Reproduction · doi:10.1093/humrep/del339 · Cited by 547 · see citing works
Suda, K., Nakaoka, H., Yoshihara, K., Ishiguro, T., Tamura, R., Mori, Y., Yamawaki, K., Adachi, S., Takahashi, T., Kase, H., et al. (2018) · Cell Reports · doi:10.1016/j.celrep.2018.07.037 · Cited by 414 · see citing works
Köbel, M., Ronnett, B. M., Singh, N., Soslow, R. A., Gilks, C. B., & McCluggage, W. G. (2018) · International Journal of Gynecological Pathology · doi:10.1097/pgp.0000000000000488 · Cited by 411 · see citing works
Self-citationOptimized p53 immunohistochemistry is an accurate predictor of TP53 mutation in ovarian carcinoma
Köbel, M., Piskorz, A., Lee, S., Lui, S., Page, C. L., Marass, F., Rosenfeld, N., Mes‐Masson, A., & Brenton, J. D. (2016) · The Journal of Pathology Clinical Research · doi:10.1002/cjp2.53 · Cited by 389 · see citing works
Self-citationKeckstein, J., Sarıdoğan, E., Ulrich, U. A., Sillem, M., Oppelt, P., Schweppe, K.-W., Krentel, H., Janschek, E., Exacoustós, C., Malzoni, M., et al. (2021) · Acta Obstetricia Et Gynecologica Scandinavica · doi:10.1111/aogs.14099 · Cited by 331 · see citing works
Chandler, R. L., Damrauer, J. S., Raab, J. R., Schisler, J. C., Wilkerson, M. D., Didion, J. P., Starmer, J., Serber, D., Yee, D., Xiong, J., et al. (2015) · Nature Communications · doi:10.1038/ncomms7118 · Cited by 320 · see citing works
Munksgaard, P. S., & Blaakær, J. (2011) · Gynecologic Oncology · doi:10.1016/j.ygyno.2011.10.001 · Cited by 231 · see citing works
Synchronous Endometrial and Ovarian Carcinomas: Evidence of Clonality
Anglesio, M. S., Wang, Y. K., Maassen, M., Horlings, H. M., Bashashati, A., Senz, J., Mackenzie, R., Grewal, D. S., Li-Chang, H. H., Karnezis, A. N., et al. (2015) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/djv428 · Cited by 227 · see citing works
Self-citationAn Immunohistochemical Algorithm for Ovarian Carcinoma Typing
Köbel, M., Rahimi, K., Rambau, P., Naugler, C. T., Page, C. L., Meunier, L., de Ladurantaye, M., Lee, S., Leung, S. C. Y., Goode, E. L., et al. (2016) · International Journal of Gynecological Pathology · doi:10.1097/pgp.0000000000000274 · Cited by 221 · see citing works
Self-citationThe rASRM score and the Enzian classification for endometriosis: their strengths and weaknesses
HAAS, D., SHEBL, O., SHAMIYEH, A., & OPPELT, P. (2013) · Acta Obstetricia et Gynecologica Scandinavica · doi:10.1111/aogs.12026 · Cited by 204 · see citing works
Peter, A. W., Adamson, G. D., Al‐Jefout, M., Becker, C. M., D’Hooghe, T. M., Dunselman, G. A. J., Fazleabas, A. T., Giudice, L. C., Horne, A. W., Hull, M. L., et al. (2016) · Reproductive Sciences · doi:10.1177/1933719116654991 · Cited by 188 · see citing works
Multifocal endometriotic lesions associated with cancer are clonal and carry a high mutation burden
Anglesio, M. S., Bashashati, A., Wang, Y. K., Senz, J., Ha, G., Yang, W., Aniba, R., Prentice, L., Farahani, H., Chang, H. L., et al. (2015) · The Journal of Pathology · doi:10.1002/path.4516 · Cited by 178 · see citing works
Self-citationFassbender, A., Rahmioglu, N., Vitonis, A. F., Viganò, P., Giudice, L. C., D’Hooghe, T. M., Hummelshoj, L., Adamson, G. D., Becker, C. M., Missmer, S. A., et al. (2014) · Fertility and Sterility · doi:10.1016/j.fertnstert.2014.07.1209 · Cited by 162 · see citing works
Self-citationChopin, N., Vieira, M., Borghese, B., Foulot, H., Dousset, B., Coste, J., Mignon, A., Fauconnier, A., & Chapron, C. (2005) · Journal of Minimally Invasive Gynecology · doi:10.1016/j.jmig.2005.01.015 · Cited by 154 · see citing works
Genomics to immunotherapy of ovarian clear cell carcinoma: Unique opportunities for management
Oda, K., Hamanishi, J., Matsuo, K., & Hasegawa, K. (2018) · Gynecologic Oncology · doi:10.1016/j.ygyno.2018.09.001 · Cited by 143 · see citing works
Oncogenic mutations in histologically normal endometrium: the new normal?
Lac, V., Nazeran, T. M., Tessier‐Cloutier, B., Aguirre-Hernández, R., Albert, A., Lum, A. M., Khattra, J. S., Praetorius, T., Mason, M., Chiu, D. S., et al. (2019) · The Journal of Pathology · doi:10.1002/path.5314 · Cited by 139 · see citing works
Self-citationUterine adenomyosis is an oligoclonal disorder associated with KRAS mutations
Inoue, S., Hirota, Y., Ueno, T., Fukui, Y., Yoshida, E., Hayashi, T., Kojima, S., Takeyama, R., Hashimoto, T., Kiyono, T., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-13708-y · Cited by 139 · see citing works
Risk of Gynecologic Cancer According to the Type of Endometriosis
Saavalainen, L., Lassus, H. J., But, A., Tiitinen, A. E., Härkki, P., Gissler, M., Pukkala, ., & Heikinheimo, O. (2018) · Obstetrics and Gynecology · doi:10.1097/aog.0000000000002624 · Cited by 132 · see citing works
Dawson, A., Llauradó Fernandez, M., Anglesio, M., Yong, P. J., & Carey, M. S. (2018) · ecancermedicalscience · doi:10.3332/ecancer.2018.803 · Cited by 106 · see citing works
Self-citationEpithelial Mutations in Endometriosis: Link to Ovarian Cancer
Bulun, S. E., Wan, Y., & Matei, D. E. (2019) · Endocrinology · doi:10.1210/en.2018-00794 · Cited by 103 · see citing works
Iatrogenic endometriosis harbors somatic cancer-driver mutations
Lac, V, Verhoef, L., Aguirre-Hernandez, R., Nazeran, T. M., Tessier-Cloutier, B., Praetorius, T., Orr, N. L., Noga, H., Lum, A., Khattra, J., et al. (2019) · Human Reproduction · doi:10.1093/humrep/dey332 · Cited by 99 · see citing works
Self-citationEndometriosis-associated Ovarian Cancers
Anglesio, M. S., & Yong, P. J. (2017) · Clinical Obstetrics & Gynecology · doi:10.1097/grf.0000000000000320 · Cited by 86 · see citing works
Self-citationIndependent development of endometrial epithelium and stroma within the same endometriosis
Noë, M., Ayhan, A., Wang, T., & Shih, I. (2018) · The Journal of Pathology · doi:10.1002/path.5082 · Cited by 77 · see citing works
Khalique, S., Naidoo, K., Attygalle, A. D., Kriplani, D., Daley, F. M., Lowe, A., Campbell, J., Jones, T., Hubank, M. J. F., Fenwick, K., et al. (2018) · The Journal of Pathology Clinical Research · doi:10.1002/cjp2.103 · Cited by 74 · see citing works
Endometriosis classification according to pain symptoms: can the ASRM classification be improved?
Andres, M. P., Borrelli, G. M., & Abrão, M. S. (2018) · Best Practice & Research Clinical Obstetrics & Gynaecology · doi:10.1016/j.bpobgyn.2018.06.003 · Cited by 68 · see citing works
Martins, F. C., Couturier, D., Paterson, A., Karnezis, A. N., Chow, C., Nazeran, T. M., Odunsi, A., Gentry‐Maharaj, A., Vrvilo, A., Hein, A., et al. (2020) · British Journal of Cancer · doi:10.1038/s41416-020-0900-0 · Cited by 67 · see citing works
Self-citationKrämer, P., Talhouk, A., Brett, M. A., Chiu, D. S., Cairns, E. S., Scheunhage, D. A., Hammond, R. F. L., Farnell, D., Nazeran, T. M., Grube, M. P., et al. (2020) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-20-1268 · Cited by 67 · see citing works
Self-citationIsolated Ovarian Endometrioma: A History Between Myth and Reality
Exacoustós, C., Felice, G. D., Pizzo, A., Morosetti, G., Lazzeri, L., Centini, G., Piccione, E., & Zupi, E. (2018) · Journal of Minimally Invasive Gynecology · doi:10.1016/j.jmig.2017.12.026 · Cited by 65 · see citing works
Enzian classification: does it correlate with clinical symptoms and the rASRM score?
Haas, D., Oppelt, P., Shebl, O. J., Shamiyeh, A., Schimetta, W., & Mayer, R. B. (2013) · Acta Obstetricia Et Gynecologica Scandinavica · doi:10.1111/aogs.12118 · Cited by 64 · see citing works
Clonal lineage from normal endometrium to ovarian clear cell carcinoma through ovarian endometriosis
Suda, K., Diaz, L. A. C., Yoshihara, K., Nakaoka, H., Yachida, N., Motoyama, T., Inoue, I., & Enomoto, T. (2020) · Cancer Science · doi:10.1111/cas.14507 · Cited by 53 · see citing works
Endometriosis and Cancer: Exploring the Role of Macrophages
Artemova, D. A., Vishnyakova, P., Khashchenko, K. E. P., Elchaninov, A. V., Sukhikh, G. T., & Fatkhudinov, T. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22105196 · Cited by 53 · see citing works
Olkowska‐Truchanowicz, J., Białoszewska, A., Zwierzchowska, A., Sztokfisz-Ignasiak, A., Janiuk, I. R., Dabrowski, F. A., Korczak-Kowalska, G., Barcz, E., Bocian, K., & Malejczyk, J. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22158134 · Cited by 51 · see citing works
Heinze, K., Nazeran, T. M., Lee, S., et al. (2021) · The Journal of Pathology · doi:10.1002/path.5849 · Cited by 44 · see citing works
Self-citationKang, E. Y., Cheasley, D. A., Page, C. L., Wakefield, M. J., Torres, M. D. C., Rowley, S. M., Salazar, C., Xing, Z., Allan, P. E., Bowtell, D. D. L., et al. (2020) · Modern Pathology · doi:10.1038/s41379-020-0618-9 · Cited by 42 · see citing works
Self-citationLai, C., Hsu, C., Chen, Y., Yen, M.-S., Chao, K.-C., & Li, A. F. (2013) · Journal of the Chinese Medical Association · doi:10.1016/j.jcma.2013.07.008 · Cited by 33 · see citing works
New Lessons about Endometriosis — Somatic Mutations and Disease Heterogeneity
Montgomery, G. W., & Giudice, L. C. (2017) · New England Journal of Medicine · doi:10.1056/nejme1701700 · Cited by 22 · see citing works
Somatic Genomic Events in Endometriosis: Review of the Literature and Approach to Phenotyping
Yong, P. J., Talhouk, A., & Anglesio, M. S. (2021) · Reproductive Sciences · doi:10.1007/s43032-020-00451-9 · Cited by 16 · see citing works
Self-citationPrognostic and Theranostic Biomarkers in Ovarian Clear Cell Carcinoma
Wiedemeyer, K., Wang, L., Kang, E. Y., et al. (2021) · International Journal of Gynecological Pathology · doi:10.1097/pgp.0000000000000780 · Cited by 16 · see citing works
Coexistence of endometriomas with extraovarian endometriosis and adhesions
Piriyev, E., Schiermeier, S., & Römer, T. (2021) · European Journal of Obstetrics & Gynecology and Reproductive Biology · doi:10.1016/j.ejogrb.2021.05.044 · Cited by 16 · see citing works
Indrielle-Kelly, T., Fanta, M., Frühauf, F., Burgetová, A., Cibula, D., & Fischerová, D. (2021) · Journal of Obstetrics and Gynaecology · doi:10.1080/01443615.2021.1887111 · Cited by 8 · see citing works
Heinze, K., Nazeran, T. M., Lee, S., et al. (2021) · medRxiv · doi:10.1101/2021.09.16.21262993 · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- [35]35. Rogers PA, Adamson GD, Al-Jefout M, Becker CM, D'Hooghe TM, Dunselman GA et al. Research Priorities for Endometriosis. Reprod Sci 2017;24:202-26.
Cited by
Sorted by citations
Endometriosis and adenomyosis: shared pathophysiology
Bulun, S. E., Yildiz, S., Adli, M., Chakravarti, D., Parker, J. B., Milad, M., Yang, L., Chaudhari, A., Tsai, S., Wei, J. J., et al. (2023) · Fertility and Sterility · doi:10.1016/j.fertnstert.2023.03.006 · Cited by 216 · see citing works
Endometriosis caused by retrograde menstruation: Now demonstrated by DNA evidence
Bulun, S. E. (2022) · Fertility and Sterility · doi:10.1016/j.fertnstert.2022.07.012 · Cited by 46 · see citing works
Thoracic Endometriosis Syndrome: A Comprehensive Review and Multidisciplinary Approach to Management
Nezhat, C., Amirlatifi, N., Najmi, Z., & Tsuei, A. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13247602 · Cited by 36 · see citing works
Nezhat, C. R., Oskotsky, T. T., Robinson, J. F., Fisher, S. J., Tsuei, A., Liu, B., Irwin, J. C., Gaudilliere, B., Sirota, M., Stevenson, D. K., et al. (2025) · npj Women s Health · doi:10.1038/s44294-024-00052-w · Cited by 25 · see citing works
- Authors
- Praetorius, T. H., Leonova, A., Lac, V., Senz, J., Tessier-Cloutier, B., Nazeran, T. M., Köbel, M., Grube, M., Kraemer, B., Yong, P. J., Kommoss, S., & Anglesio, M. S.
- Affiliations
- University of British Columbia (CA)
- University of Calgary (CA)
- Universitätsklinikum Tübingen (DE)
- Corresponding author
- Anglesio, Michael S.
- ORCID
- Venue
- Fertility and Sterility
- Publisher
- Elsevier BV
- Published
- 2022-09
- Volume
- 118
- Issue
- 3
- Pages
- 524-534
- ISSN
- 0015-0282 (ISSN-L)
- OpenAlex
- W4282924487
- Cited by
- 43
- References
- 53
- Citations by year
- 2026: 9 · 2025: 14 · 2024: 5 · 2023: 13 · 2022: 1 · 2021: 1
- FWCI
- 6.95
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Fertility and Sterility (publishedVersion, cc-by-nc-nd)
- medRxiv (acceptedVersion, cc-by-nd)
- PubMed (publishedVersion)
- Funders
- Canadian Institutes of Health Research (RS19-609)
- Michael Smith Health Research BC
- BC Cancer Foundation
- Calgary Laboratories Service
- VGH and UBC Hospital Foundation (RS19-621)
- Topics
- Health Sciences › Medicine › Reproductive Medicine › Endometriosis Research and Treatment
- Health Sciences › Medicine › Obstetrics and Gynecology › Endometrial and Cervical Cancer Treatments
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Keywords
- endometriosis, somatic driver mutations, clonality, oligoclonality, metastasis, endometrioma, deep infiltrating endometriosis, superficial endometriosis
- MeSH terms
- Endometriosis, Endometrium, Female, Humans, Mutation, Neoplasms, Retrospective Studies
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review